{
 "cells": [
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "model to cuda\n"
     ]
    }
   ],
   "source": [
    "from utils import get_som_labeled_img, check_ocr_box, get_caption_model_processor, get_yolo_model\n",
    "import torch\n",
    "from ultralytics import YOLO\n",
    "from PIL import Image\n",
    "device = 'cuda'\n",
    "\n",
    "som_model = get_yolo_model(model_path='weights/icon_detect_v1_5/best.pt')\n",
    "\n",
    "som_model.to(device)\n",
    "print('model to {}'.format(device))"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "Florence2LanguageForConditionalGeneration has generative capabilities, as `prepare_inputs_for_generation` is explicitly overwritten. However, it doesn't directly inherit from `GenerationMixin`. From 👉v4.50👈 onwards, `PreTrainedModel` will NOT inherit from `GenerationMixin`, and this model will lose the ability to call `generate` and other related functions.\n",
      "  - If you're using `trust_remote_code=True`, you can get rid of this warning by loading the model with an auto class. See https://huggingface.co/docs/transformers/en/model_doc/auto#auto-classes\n",
      "  - If you are the owner of the model architecture code, please modify your model class such that it inherits from `GenerationMixin` (after `PreTrainedModel`, otherwise you'll get an exception).\n",
      "  - If you are not the owner of the model architecture class, please contact the model code owner to update it.\n"
     ]
    }
   ],
   "source": [
    "# two choices for caption model: fine-tuned blip2 or florence2\n",
    "import importlib\n",
    "import utils\n",
    "importlib.reload(utils)\n",
    "from utils import get_som_labeled_img, check_ocr_box, get_caption_model_processor, get_yolo_model\n",
    "# caption_model_processor = get_caption_model_processor(model_name=\"blip2\", model_name_or_path=\"weights/icon_caption_blip2\", device=device)\n",
    "caption_model_processor = get_caption_model_processor(model_name=\"florence2\", model_name_or_path=\"weights/icon_caption_florence\", device=device)\n",
    "\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "(device(type='cuda', index=0), ultralytics.models.yolo.model.YOLO)"
      ]
     },
     "execution_count": 3,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "som_model.device, type(som_model) "
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "image size: (1919, 1079)\n",
      "\n",
      "image 1/1 /home/yadonglu/OmniParser/imgs/word.png: 736x1280 138 0s, 61.1ms\n",
      "Speed: 9.0ms preprocess, 61.1ms inference, 432.6ms postprocess per image at shape (1, 3, 736, 1280)\n"
     ]
    }
   ],
   "source": [
    "# reload utils\n",
    "import importlib\n",
    "import utils\n",
    "importlib.reload(utils)\n",
    "from utils import get_som_labeled_img, check_ocr_box, get_caption_model_processor, get_yolo_model\n",
    "\n",
    "image_path = 'imgs/google_page.png'\n",
    "image_path = 'imgs/windows_home.png'\n",
    "image_path = 'imgs/windows_multitab.png'\n",
    "# image_path = 'imgs/omni3.jpg'\n",
    "# image_path = 'imgs/ios.png'\n",
    "image_path = 'imgs/word.png'\n",
    "# image_path = 'imgs/excel.png'\n",
    "\n",
    "image = Image.open(image_path)\n",
    "image_rgb = image.convert('RGB')\n",
    "print('image size:', image.size)\n",
    "\n",
    "box_overlay_ratio = max(image.size) / 3200\n",
    "draw_bbox_config = {\n",
    "    'text_scale': 0.8 * box_overlay_ratio,\n",
    "    'text_thickness': max(int(2 * box_overlay_ratio), 1),\n",
    "    'text_padding': max(int(3 * box_overlay_ratio), 1),\n",
    "    'thickness': max(int(3 * box_overlay_ratio), 1),\n",
    "}\n",
    "BOX_TRESHOLD = 0.05\n",
    "\n",
    "import time\n",
    "start = time.time()\n",
    "ocr_bbox_rslt, is_goal_filtered = check_ocr_box(image_path, display_img = False, output_bb_format='xyxy', goal_filtering=None, easyocr_args={'paragraph': False, 'text_threshold':0.5}, use_paddleocr=True)\n",
    "text, ocr_bbox = ocr_bbox_rslt\n",
    "cur_time_ocr = time.time() \n",
    "\n",
    "dino_labled_img, label_coordinates, parsed_content_list = get_som_labeled_img(image_path, som_model, BOX_TRESHOLD = BOX_TRESHOLD, output_coord_in_ratio=True, ocr_bbox=ocr_bbox,draw_bbox_config=draw_bbox_config, caption_model_processor=caption_model_processor, ocr_text=text,use_local_semantics=True, iou_threshold=0.7, scale_img=False, batch_size=128)\n",
    "cur_time_caption = time.time() \n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/plain": [
       "<matplotlib.image.AxesImage at 0x7ff76a9f3110>"
      ]
     },
     "execution_count": 4,
     "metadata": {},
     "output_type": "execute_result"
    },
    {
     "data": {
      "image/png": "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",
      "text/plain": [
       "<Figure size 1200x1200 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# plot dino_labled_img it is in base64\n",
    "import base64\n",
    "import matplotlib.pyplot as plt\n",
    "import io\n",
    "plt.figure(figsize=(12,12))\n",
    "\n",
    "image = Image.open(io.BytesIO(base64.b64decode(dino_labled_img)))\n",
    "plt.axis('off')\n",
    "\n",
    "plt.imshow(image)\n",
    "# print(len(parsed_content_list))\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>type</th>\n",
       "      <th>bbox</th>\n",
       "      <th>interactivity</th>\n",
       "      <th>content</th>\n",
       "      <th>ID</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>0</th>\n",
       "      <td>text</td>\n",
       "      <td>[0.4095883369445801, 0.011121409013867378, 0.4...</td>\n",
       "      <td>False</td>\n",
       "      <td>O Search</td>\n",
       "      <td>0</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>1</th>\n",
       "      <td>text</td>\n",
       "      <td>[0.31474727392196655, 0.05004633963108063, 0.3...</td>\n",
       "      <td>False</td>\n",
       "      <td>Help</td>\n",
       "      <td>1</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>2</th>\n",
       "      <td>text</td>\n",
       "      <td>[0.09692548215389252, 0.07877664268016815, 0.1...</td>\n",
       "      <td>False</td>\n",
       "      <td>Aptos (Body)</td>\n",
       "      <td>2</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>3</th>\n",
       "      <td>text</td>\n",
       "      <td>[0.1750911921262741, 0.08248378336429596, 0.20...</td>\n",
       "      <td>False</td>\n",
       "      <td>A A</td>\n",
       "      <td>3</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>4</th>\n",
       "      <td>text</td>\n",
       "      <td>[0.15945805609226227, 0.08433734625577927, 0.1...</td>\n",
       "      <td>False</td>\n",
       "      <td>12</td>\n",
       "      <td>4</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>...</th>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "      <td>...</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>148</th>\n",
       "      <td>icon</td>\n",
       "      <td>[0.7477767467498779, 0.07976064831018448, 0.76...</td>\n",
       "      <td>True</td>\n",
       "      <td>Find.</td>\n",
       "      <td>148</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>149</th>\n",
       "      <td>icon</td>\n",
       "      <td>[0.9812965989112854, 0.970005989074707, 0.9904...</td>\n",
       "      <td>True</td>\n",
       "      <td>Notifications</td>\n",
       "      <td>149</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>150</th>\n",
       "      <td>icon</td>\n",
       "      <td>[0.10905546694993973, 0.00921074952930212, 0.1...</td>\n",
       "      <td>True</td>\n",
       "      <td>Expand to show more options</td>\n",
       "      <td>150</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>151</th>\n",
       "      <td>icon</td>\n",
       "      <td>[0.21692517399787903, 0.08472321182489395, 0.2...</td>\n",
       "      <td>True</td>\n",
       "      <td>Superscript</td>\n",
       "      <td>151</td>\n",
       "    </tr>\n",
       "    <tr>\n",
       "      <th>152</th>\n",
       "      <td>icon</td>\n",
       "      <td>[0.7569739818572998, 0.128729909658432, 0.7768...</td>\n",
       "      <td>True</td>\n",
       "      <td>Select option.</td>\n",
       "      <td>152</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "<p>153 rows × 5 columns</p>\n",
       "</div>"
      ],
      "text/plain": [
       "     type                                               bbox  interactivity  \\\n",
       "0    text  [0.4095883369445801, 0.011121409013867378, 0.4...          False   \n",
       "1    text  [0.31474727392196655, 0.05004633963108063, 0.3...          False   \n",
       "2    text  [0.09692548215389252, 0.07877664268016815, 0.1...          False   \n",
       "3    text  [0.1750911921262741, 0.08248378336429596, 0.20...          False   \n",
       "4    text  [0.15945805609226227, 0.08433734625577927, 0.1...          False   \n",
       "..    ...                                                ...            ...   \n",
       "148  icon  [0.7477767467498779, 0.07976064831018448, 0.76...           True   \n",
       "149  icon  [0.9812965989112854, 0.970005989074707, 0.9904...           True   \n",
       "150  icon  [0.10905546694993973, 0.00921074952930212, 0.1...           True   \n",
       "151  icon  [0.21692517399787903, 0.08472321182489395, 0.2...           True   \n",
       "152  icon  [0.7569739818572998, 0.128729909658432, 0.7768...           True   \n",
       "\n",
       "                         content   ID  \n",
       "0                       O Search    0  \n",
       "1                           Help    1  \n",
       "2                   Aptos (Body)    2  \n",
       "3                            A A    3  \n",
       "4                             12    4  \n",
       "..                           ...  ...  \n",
       "148                        Find.  148  \n",
       "149                Notifications  149  \n",
       "150  Expand to show more options  150  \n",
       "151                  Superscript  151  \n",
       "152               Select option.  152  \n",
       "\n",
       "[153 rows x 5 columns]"
      ]
     },
     "execution_count": 17,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "import pandas as pd\n",
    "df = pd.DataFrame(parsed_content_list)\n",
    "df['ID'] = range(len(df))\n",
    "\n",
    "df"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "text/html": [
       "<div>\n",
       "<style scoped>\n",
       "    .dataframe tbody tr th:only-of-type {\n",
       "        vertical-align: middle;\n",
       "    }\n",
       "\n",
       "    .dataframe tbody tr th {\n",
       "        vertical-align: top;\n",
       "    }\n",
       "\n",
       "    .dataframe thead th {\n",
       "        text-align: right;\n",
       "    }\n",
       "</style>\n",
       "<table border=\"1\" class=\"dataframe\">\n",
       "  <thead>\n",
       "    <tr style=\"text-align: right;\">\n",
       "      <th></th>\n",
       "      <th>type</th>\n",
       "      <th>bbox</th>\n",
       "      <th>interactivity</th>\n",
       "      <th>content</th>\n",
       "      <th>ID</th>\n",
       "    </tr>\n",
       "  </thead>\n",
       "  <tbody>\n",
       "    <tr>\n",
       "      <th>47</th>\n",
       "      <td>icon</td>\n",
       "      <td>[0.11308763176202774, 0.10972367227077484, 0.1...</td>\n",
       "      <td>True</td>\n",
       "      <td>Italic</td>\n",
       "      <td>47</td>\n",
       "    </tr>\n",
       "  </tbody>\n",
       "</table>\n",
       "</div>"
      ],
      "text/plain": [
       "    type                                               bbox  interactivity  \\\n",
       "47  icon  [0.11308763176202774, 0.10972367227077484, 0.1...           True   \n",
       "\n",
       "   content  ID  \n",
       "47  Italic  47  "
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "df[df['ID'] == 47]"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": null,
   "metadata": {},
   "outputs": [],
   "source": []
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "pilot",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.12.0"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
